There is a distinct logic to
AI-recommended brands.

The question is — is your brand actually cited inside the AI's answers?

Input a single URL to crawl onsite/offsite signals. Analyze if ChatGPT, Perplexity, and Gemini cite your brand. Generate audit reports and schema markup automatically.

[ THE SHIFT ]

The Rules of Search Have Changed

Users no longer scroll through blue links. Being cited in AI answers means conversion; being omitted means you do not exist. It is not about rankings, but whether you surface in the answers.

// Traditional SEO

Portal Visibility Focused

  • · Rank battle within top 10 search links
  • · Core focus: keyword density and backlinks
  • · Centered on keyword stuffing and optimization tricks
// GEO Optimization

Securing AI Citations

  • Directly prompt AI to cite your brand as source
  • Score citation likelihood and schema data
  • Build AI-friendly structured document layouts
[ ARCHITECTURE ]

Scientific Diagnostic Pipeline Built for GEO Optimization

From crawling to strategic roadmaps, our specialized AI agents run deep diagnostics to maximize your brand visibility.

01

Extraction

Crawl page, evaluate robots.txt, schema, and body text

Only domain required
02

Parallel Audit

6 specialized AI agents analyze onsite/offsite signals

Fast and domain-specific
03

Evaluation

Calculate metric-specific weights and authority scores

Multi-signal synthesis
04

Action Plan

Draft step-by-step checklists and optimized code

Actionable prescription
05

Deliverables/Chat

Generate reports, simulators, and support chatbots

Comprehensive strategy

Complex GEO Analysis, GEO Optimizing AI Completes It in Minutes

[ BEYOND DIAGNOSIS ]

Beyond diagnosis — execution, measurement, and performance

01 / 07

Actionable improvement tasks

Each task specifies its owner (in-house or developer), an estimated effort, and a ready-to-send developer request, prioritized by impact and difficulty.

[ DETAILED COGNITIVE AGENTS ]

6 Specialized AI Agents

Each agent oversees specific diagnostic tasks, dissecting onsite tags and offsite citation authority.

Content GEO

Visibility Agent

Citation Likelihood · 25%

Can AI extract and cite your body text directly?

[llms.txt Parser]
QUERY: GET /llms.txt
> llms.txt found. parsing index rules...
> target data캡슐 밀도: 0.84 (OPTIMAL)
VISIBILITY METRICS94%
  • Prioritize crawling authorization and indexing frequency
  • Anchor optimization to prevent source link loss
  • Semantic encapsulation for distortion-free citation
Content GEO

Semantic Agent

Content E-E-A-T · 20%

Evaluate text trustworthiness and expert credentials

[EEAT Graph Matcher]SECURE
Author & Citation Node map
  • Audit author profiles and credentials
  • Scan semantic signals and topic alignment
  • Verify outbound links to reputable authoritative sources
Content GEO

Technical Agent

Technical Base · 15%

Can AI crawler bots parse your site fast and correctly?

[Technical Vital Check]READY
LCP Index speedcalculating...
  • Check URL friendliness and depth structures
  • 4-stage timestamp indexing for content recency
  • Detect title duplication and CSR rendering risks
Content GEO

Schema Agent

Schema Markup · 10%

Help AI recognize assets as brand entities

[JSON-LD Generator]COMPILE
{
"@type": "Organization",
"name": "Brand_Entity"
}
  • Audit Schema.org coverage and errors
  • Instantly generate custom JSON-LD markups
  • Auto-generate organization and FAQPage markup code
Technical GEO

Authority Agent

Brand Authority · 20%

Do offsite trust signals support your brand authority?

[Reputation Mention Engine]SCANNING
18
News Cite
MATCH
Wikipedia
High
Reddit
  • Validate Wikipedia & Wikidata entity records
  • Crawl media news and tech press citation signals
  • Track brand mention counts on Reddit and communities
Technical GEO

Platform Agent

Platform Optimization · 10%

Is your content tailored to specific platform algorithms?

[AI Engine Compatibility]OK
ChatGPT Index0%
Perplexity Citation0%
Gemini 지식 패널0%
  • Audit Bing index and Wikipedia citations for ChatGPT
  • Scan Reddit reputation and comparative structures for Perplexity
  • Evaluate Google Knowledge Panel footprint for Gemini
[ METRICS SYSTEM ]

6 Core GEO Metrics

Collected data is classified into 6 core metrics modeled after AI citation patterns and summarized into an overall score.

25%

AI Recommendation Likelihood

Citation Likelihood

Probability of AI citing your content as a source

20%

Brand Authority Signals

Brand Authority

Strength of offsite trust signals supporting your brand

20%

Content E-E-A-T Quality

Content E-E-A-T

Presence of experience, expertise, authority, and trust signals

15%

Technical SEO Foundation

Technical

Crawl readiness, URL structures, rendering, and recency

10%

Schema & Structured Data

Schema

Structured data integration rate and validity

10%

Platform-specific Optimization

Platform

Alignment with recommendation models of ChatGPT, Perplexity, Gemini

More than just a diagnosis

We explain what needs fixing and why for each metric. Automatically generate organization JSON-LD and robots.txt pre-filled with your brand details. Just copy and paste.

{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "고객사 브랜드명",
  "url": "https://client.com",
  "sameAs": [
    "https://youtube.com/@brand",
    "https://blog.naver.com/brand"
  ]
}
[ TECHNICAL SUPERIORITY ]

What Sets Us Apart

An advanced engine built to decode AI algorithms, not a simple skin wrapping third-party APIs.

On/Offsite Integration & Deep Crawling

While most tools only analyze onsite HTML, we trace both onsite (llms.txt, semantic capsules) and offsite signals (Wikipedia, press mentions, Reddit sentiment) to optimize your citation rates.

Region-Specific Localization

Crawl regional media channels, local forums, and localized natural language patterns that generic global tools overlook.

Precision Semantic Diagnostics

Track real citation signals using timestamp verification, semantic independence checks, and signal ownership verification.

Actionable Optimization Code

We don't just point out problems. We auto-generate JSON-LD schema markup and robots.txt configurations pre-filled with your brand data for immediate deployment.